{"id":"W2100352929","doi":"10.1192/bjp.185.4.318","title":"Needs for mental health treatment among general practice attenders","year":2004,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Mental health; Psychology; Family medicine; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005083546,0.0001070219,0.0002778614,0.0007053814,0.0005901353,0.0005037822,0.0002189985,0.0006048696,0.003007191],"category_scores_gemma":[0.003392384,0.0002192172,0.0002283464,0.0006981635,0.000241605,0.0003372035,0.0004595273,0.0005096362,0.0001519746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007938804,"about_ca_system_score_gemma":0.0005907529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01933469,"about_ca_topic_score_gemma":0.04691227,"domain_scores_codex":[0.9993641,0.0001818489,0.00006465541,0.00006813945,0.0001719956,0.0001492804],"domain_scores_gemma":[0.9982766,0.0004110355,0.0006700561,0.00002869702,0.0001447566,0.0004688388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007891361,0.00009229413,0.9865268,0.0001089156,0.00003672814,0.0005831939,0.002837145,0.00002246367,0.0003347783,0.00002123048,0.0005544533,0.008803019],"study_design_scores_gemma":[0.000008346068,0.0001393078,0.9965518,0.00002929311,0.00001446992,0.0006003553,0.002326249,0.0000340753,0.00001432716,0.00001610689,0.0002627452,0.000002819253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988965,0.000326701,0.000007584768,0.0002228528,0.000002911691,0.000008561398,0.00008324501,0.000001495086,0.0004501346],"genre_scores_gemma":[0.9993759,0.0002258126,0.00004258878,0.0001156179,0.000007235402,0.000008716722,0.0000829601,5.541823e-7,0.0001405759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01933469,"threshold_uncertainty_score":0.03844428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650864610665877,"score_gpt":0.3692931947857629,"score_spread":0.3427845486791042,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}